Indian Institute of Technology Kharagpur |

Journal

FEEL: FEderated LEarning Framework for ELderly Healthcare Using Edge-IoMT Ghosh S., Ghosh S.K. By IEEE Transactions on Computational Social Systems 1-10 (2023)
CoMCLOUD: Virtual Machine Coalition for Multi-Tier Applications over Multi-Cloud Environments Addya S. K., Satpathy A. , Ghosh B. C., Chakraborty S. , Ghosh S. K., Das S. By IEEE Transactions on Cloud Computing 11 - (2023)
Machine assistance for credit approval? Random wheel can recommend and explain Khan A., Ghosh S.K. By Expert Systems with Applications 215 - (2023)
Shipping code towards data in an inter-region serverless environment to leverage latency Sethi B., Addya S.K., Bhutada J., Ghosh S.K. By Journal of Supercomputing - (2023)
Containerized deployment of micro-services in fog devices: a reinforcement learning-based approach Nath S.B., Chattopadhyay S., Karmakar R., Addya S.K., Chakraborty S., Ghosh S.K. By Journal of Supercomputing 78 6817-6845 (2022)
Containerized Deployment of Micro-services in Fog Devices: A Reinforcement Learning-based Approach Nath S. B., Chattopadhyay S. , Karmakar R. , Addya S. K., Chakraborty S. , Ghosh S. K. By The Journal of Supercomputing 78 - (2022)
FogiRecruiter: A fog-enabled selection mechanism of crowdsourcing for disaster management Samanta R., Ghosh S.K. By Concurrency and Computation: Practice and Experience 34 - (2022)
Automated evaluation of comments to aid software maintenance Majumdar S., Bansal A., Das P.P., Clough P.D., Datta K., Ghosh S.K. By Journal of Software: Evolution and Process 34 - (2022)
A VNS-based metaheuristic approach for escape interdiction on transportation networks Samanta S., Mohandass T., Sen G., Ghosh S.K. By Computers and Industrial Engineering 169 - (2022)
A VNS-based metaheuristic approach for escape interdiction on transportation networks Samanta S., Mohandass T. , Sen G. , Ghosh S. K. By Computers & Industrial Engineering 108253- (2022)
AI for next generation computing: Emerging trends and future directions Gill S.S., Xu M., Ottaviani C., Patros P., Bahsoon R., Shaghaghi A., Golec M., Stankovski V., Wu H., Abraham A., Singh M., Mehta H., Ghosh S.K., Baker T., Parlikad A.K., Lutfiyya H., Kanhere S.S., Sakellariou R., Dustdar S., Rana O., Brandic I., Uhlig S. By Internet of Things (Netherlands) 19 - (2022)
A Multi-layered Adaptive Recurrent Incremental Network Model for Heterogeneity-aware Prediction of Derived Remote Sensing Image Time Series Das M., Ghosh S.K., Bandyopadhyay S. By IEEE Transactions on Geoscience and Remote Sensing - (2022)
A Multilayered Adaptive Recurrent Incremental Network Model for Heterogeneity-Aware Prediction of Derived Remote Sensing Image Time Series Das M., Ghosh S. K., Bandyopadhyay S. By IEEE Transactions on Geoscience and Remote Sensing 60 1-13 (2022)
STOPPAGE: Spatio-temporal data driven cloud-fog-edge computing framework for pandemic monitoring and management Ghosh S., Mukherjee A., Ghosh S.K., Buyya R. By Software - Practice and Experience 52 2700-2726 (2022)
MCG: Mobility-Aware Computation Offloading in Edge Using Weighted Majority Game Mukherjee A., Ghosh S., De D., Ghosh S.K. By IEEE Transactions on Network Science and Engineering 9 4310-4321 (2022)
RESCUE: Enabling green healthcare services using integrated IoT edge fog cloud computing environments Das J., Ghosh S. , Mukherjee A. , Ghosh S. K., Buyya R. By Software: Practice and Experience - (2022)
RESCUE: Enabling green healthcare services using integrated IoT-edge-fog-cloud computing environments Das J., Ghosh S., Mukherjee A., Ghosh S.K., Buyya R. By Software - Practice and Experience - (2022)
Internet of Health Things (IoHT) for personalized health care using integrated edge-fog-cloud network Mukherjee A., Ghosh S., Behere A., Ghosh S.K., Buyya R. By Journal of Ambient Intelligence and Humanized Computing 12 943-959 (2021)
Does Climate Variability Impact COVID-19 Outbreak? An Enhanced Semantics-Driven Theory-Guided Model Das M., Ghosh A. , Ghosh S. K. By SN Computer Science 2 1-18 (2021)
CoMCLOUD: Virtual Machine Coalition for Multi-Tier Applications over Multi-Cloud Environments Addya S.K., Satpathy A., Ghosh B.C., Chakraborty S., Ghosh S.K., Das S.K. By IEEE Transactions on Cloud Computing - (2021)
Student performance analysis and prediction in classroom learning: A review of educational data mining studies Khan A., Ghosh S. K. By Education and information technologies 26 205-240 (2021)
Adoption of artificial intelligence-integrated CRM systems in agile organizations in India Chatterjee S., Chaudhuri R., Vrontis D., Thrassou A., Ghosh S.K. By Technological Forecasting and Social Change 168 - (2021)
Adoption of artificial intelligence-integrated CRM systems in agile organizations in India Chatterjee S., Chaudhuri R. , Vrontis D. , Thrassou A. , Ghosh S. K. By Technological Forecasting and Social Change 168 - (2021)
CONFRONT: Cloud-Fog-Dew based Monitoring Framework for COVID-19 Management Poonia A., Ghosh S. , Ghosh A. , Nath S. B., Ghosh S. K., Buyya R. By Internet of Things 16 - (2021)
ICT-enabled CRM system adoption: a dual Indian qualitative case study and conceptual framework development Chatterjee S., Chaudhuri R., Vrontis D., Thrassou A., Ghosh S.K. By Journal of Asia Business Studies 15 257-277 (2021)
LYRIC: Deadline and budget aware spatio-temporal query processing in cloud Das J., Ghosh S. , Ghosh S. K., Buyya R. By IEEE Transactions on Services Computing - (2021)
LYRIC: Deadline and Budget Aware Spatio-Temporal Query Processing in Cloud Das J., Ghosh S., Ghosh S.K., Buyya R. By IEEE Transactions on Services Computing - (2021)
A Literature Review on Police Patrolling Problems Samanta S., Sen G. , Ghosh S. K. By Annals of Operations Research 1-44 (2021)
Innovative software systems for managing the impact of the COVID 19 pandemic Gill S. S., Vinuesa R. , Balasubramanian . , Ghosh S. K. By Software: Practice & Experience - (2021)
Mining user user communities for a weighted bipartite network using spark GraphFrames and Flink Gelly Ramalingeswara Rao T., Ghosh S.K., Goswami A. By Journal of Supercomputing 77 5984-6035 (2021)
Random wheel: An algorithm for early classification of student performance with confidence Khan A., Ghosh S.K., Ghosh D., Chattopadhyay S. By Engineering Applications of Artificial Intelligence 102 - (2021)
Random wheel: An algorithm for early classification of student performance with confidence Khan A., Ghosh S. K., Ghosh D. , Chattopadhyay S. By Engineering Applications of Artificial Intelligence 102 - (2021)
Mining user user communities for a weighted bipartite network using spark GraphFrames and Flink Gelly Ramalingeswara T. R., Ghosh S. K., Goswami A. By The Journal of Supercomputing 77 5984-6035 (2021)
Mining user user communities for a weighted bipartite network using spark GraphFrames and Flink Gelly Ramalingeswara T. R., Ghosh S. K., Goswami A. By The Journal of Supercomputing 77 5984-6035 (2021)
Mobi-IoST: Mobility-Aware Cloud-Fog-Edge-IoT Collaborative Framework for Time-Critical Applications Ghosh S., Mukherjee A., Ghosh S.K., Buyya R. By IEEE Transactions on Network Science and Engineering 7 2271-2285 (2020)
Social customer relationship management factors and business benefits Chatterjee S., Chaudhuri R. , Vrontis D. , Thrassou A. , Ghosh S. K., Chaudhuri S. By International Journal of Organizational Analysis 1-24 (2020)
Adoption of AI-integrated CRM system by Indian industry: from security and privacy perspective Chatterjee S., Ghosh S.K., Chaudhuri R., Chaudhuri S. By Information and Computer Security 29 1-24 (2020)
Adoption of AI-integrated CRMsystem by Indian industry: from security and privacy perspective Chatterjee S., Ghosh S. K., Chaudhuri R. , Chaudhuri S. By Information & Computer Security 1-24 (2020)
Adoption of artificial intelligence integrated CRM system: an empirical study of Indian organizations Chatterjee S., Nguyen B., Ghosh S.K., Bhattacharjee K.K., Chaudhuri S. By Bottom Line 33 359-375 (2020)
Adoption of Ubiquitous Customer Relationship Management (uCRM) in Enterprise: Leadership Support and Technological Competence as Moderators Chatterjee S., Ghosh S., Chaudhuri R. By Journal of Relationship Marketing 19 75-92 (2020)
Spatio-Fog: A green and timeliness-oriented fog computing model for geospatial query resolution Das J., Mukherjee A. , Ghosh S. K., Buyya R. By Simulation Modelling Practice and Theory 100 1-23 (2020)
Spatio-Fog: A green and timeliness-oriented fog computing model for geospatial query resolution Das J., Mukherjee A., Ghosh S.K., Buyya R. By Simulation Modelling Practice and Theory 100 - (2020)
A fast scalable distributed kriging algorithm using Spark framework Misra C., Bhattacharya S. , Ghosh S. K. By International Journal of Data Science and Analytics 10 249-264 (2020)
Spatio temporal prediction of land surface temperature using semantic kriging Bhattacharjee S., Chen J. , Ghosh S. K. By Transactions in GIS 12 189-212 (2020)
Spatio-temporal prediction of land surface temperature using semantic kriging Bhattacharjee S., Chen J., Ghosh S.K. By Transactions in GIS 24 189-212 (2020)
A fast scalable distributed kriging algorithm using Spark framework Misra C., Bhattacharya S., Ghosh S.K. By International Journal of Data Science and Analytics 10 249-264 (2020)
Stark: Fast and Scalable Strassen's Matrix Multiplication using Apache Spark Misra C., Bhattacharya S. , Ghosh S. K. By IEEE Transactions on Big Data 1-12 (2020)
Knowledge management in improving business process: an interpretative framework for successful implementation of AI CRM KM system in organizations Chatterjee S., Ghosh S. K., Chaudhuri R. By Business Process Management Journal 1-21 (2020)
Knowledge management in improving business process: an interpretative framework for successful implementation of AI CRM KM system in organizations Chatterjee S., Ghosh S.K., Chaudhuri R. By Business Process Management Journal 26 1261-1281 (2020)
Student performance analysis and prediction in classroom learning: A review of educational data mining studies Khan A., Ghosh S. K. By Education and Information Technologies 1-36 (2020)
SARDINE: A Self-Adaptive Recurrent Deep Incremental Network Model for Spatio-Temporal Prediction of Remote Sensing Data Das M., Pratama M., Ghosh S.K. By ACM Transactions on Spatial Algorithms and Systems 6 - (2020)
SARDINE: A Self-Adaptive Recurrent Deep Incremental Network Model for Spatio-Temporal Prediction of Remote Sensing Data Das M., Pratama M. , Ghosh S. K. By ACM Transactions on Spatial Algorithms and Systems (TSAS) 6 1-26 (2020)
MARIO: A spatio-temporal data mining framework on Google Cloud to explore mobility dynamics from taxi trajectories Ghosh S., Ghosh S.K., Buyya R. By Journal of Network and Computer Applications 164 - (2020)
MARIO: A spatio-temporal data mining framework on Google Cloud to explore mobility dynamics from taxi trajectories Ghosh S., Ghosh S. K., Buyya R. By Journal of Network and Computer Applications 164 1-17 (2020)
Data-Driven Approaches for Spatio-Temporal Analysis: A Survey of the State-of-the-Arts Das M., Ghosh S. K. By Journal of Computer Science and Technology 35 665-696 (2020)
FogIoHT: A weighted majority game theory based energy-efficient delay-sensitive fog network for internet of health things Mukherjee A., De D. , Ghosh S. K. By Internet of Things 11 1-24 (2020)
Influence modeling of opinion switching by Twitter users in public shaming events Basak R., Ghosh S.K., Sural S. By Social Network Analysis and Mining 10 - (2020)
Exploring the association between mobility behaviours and academic performances of students: a context-aware traj-graph (CTG) analysis Ghosh S., Ghosh S. K. By Progress in Artificial Intelligence 7 307-326 (2019)
FB-STEP: a fuzzy Bayesian network based data-driven framework for spatio-temporal prediction of climatological time series data Ghosh S. K., Das M. By Expert Systems with Applications 117 211-227 (2019)
Are CRM systems ready for AI integration? A conceptual framework of organizational readiness for effective AI-CRM integration Chatterjee S., Ghosh S. K., Chaudhuri R. , Nguyen B. By The Bottom Line 32 144-157 (2019)
Online Public Shaming on Twitter: Detection, Analysis and Mitigation Basak R., Sural S. , Ganguly N. , Ghosh S. K. By IEEE Transactions on Computational Social Systems 6 208-220 (2019)
PS-Sim: A framework for scalable data simulation and incentivization in participatory sensing-based smart city applications Barnwal R. P., Ghosh N. , Ghosh S. K., Das S. K. By Pervasive and Mobile Computing 57 64-77 (2019)
Publish or Drop Traffic Event Alerts? Quality-aware Decision Making in Participatory Sensing-based Vehicular CPS Barnwal R. P., Ghosh N. , Ghosh S. K., Das S. K. By ACM Transactions on Cyber-Physical Systems 4 1-28 (2019)
Mobi-IoST: mobility-aware cloud-fog-edge-iot collaborative framework for time-critical applications Ghosh S., Mukherjee A. , Ghosh S. K., Buyya R. By IEEE Transactions on Network Science and Engineering 1-15 (2019)
Reducing Parameter Value Uncertainty in Discrete Bayesian Network Learning: A Semantic Fuzzy Bayesian Approach Das M., Ghosh S. K. By IEEE Transactions on Emerging Topics in Computational Intelligence 1-12 (2019)
Time frequency masking based supervised speech enhancement framework using fuzzy deep belief network Samui S., Chakrabarti I. , Ghosh S. K. By Applied Soft Computing 74 583-602 (2019)
An energy-aware multi-sensor geo-fog paradigm for mission critical applications Mishra M., Roy S. K., Mukherjee A. , De D. , Ghosh S. K., Buyya R. By Journal of Ambient Intelligence and Humanized Computing 1-19 (2019)
Multi-facilities-based road network analysis for flood hazard management Ghosh S. K., Mitra P. , Chakraborty O. By Journal of Spatial Science 1-29 (2019)
Holistic resource management for sustainable and reliable cloud computing: An innovative solution to global challenge Gill S. S., Garraghan P. , Stankovski V. , Thulasiram R. K., Ghosh S. K., Ramamohanarao K. , Buyya R. By Journal of Systems and Software 155 104-129 (2019)
A multi objective framework for analysis of road network vulnerability for relief facility location during flood hazards: A case study of relief location analysis in Bankura Chakraborty O., Das A. , Dasgupta A. , Mitra P. , Ghosh S. K., Mazumder T. N. By Transactions in GIS 22 1064-1082 (2018)
A multi objective framework for analysis of road network vulnerability for relief facility location during flood hazards: A case study of relief location analysis in Bankura District, India Das A., Ghosh S. K., Mazumder T. N., Mitra P. By Transactions in GIS 1-19 (2018)
Data-driven approaches for meteorological time series prediction: A comparative study of the state-of-the-art computational intelligence techniques Das M., Ghosh S. K. By Pattern Recognition Letters 105 155-164 (2018)
Data mining based analysis to explore the effect of teaching on student performance Khan A., Ghosh S. K. By Education and Information Technologies 23 1677-1697 (2018)
Caucus: An authentication protocol for cloud federation Nimkar A., Ghosh S. K. By International Journal of Trust Management in Computing and Communications 4 111-131 (2018)
FORWARD: A Model for FOrecasting Reservoir WAteR Dynamics using Spatial Bayesian Network (SpaBN) Das M., Ghosh S. K., Gupta P. , Chowdary V. , Nagaraja R. , Dadhwal V. By IEEE Transactions on Knowledge and Data Engineering 29 842-855 (2017)
FPGA Implementation of a Phase-Aware Single-Channel Speech Enhancement System Samui S., Sahu P. , Chakrabarti I. , Ghosh S. K. By Circuits, Systems, and Signal Processing 11 4688-4715 (2017)
Measuring Moran's I in a Cost-E cient Manner to Describe a Land-Cover Change Pattern in Large-Scale Remote Sensing Imagery Das M., Ghosh S. K. By IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 10 2631-2639 (2017)
A Deep-Learning-Based Forecasting Ensemble to Predict Missing Data for Remote Sensing Analysis Das M., Ghosh S. K. By IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 10 5228-5236 (2017)
semBnet: A Semantic Bayesian Network for Multivariate Prediction of Meteorological Time Series Data Das M., Ghosh S. K. By Pattern Recognition Letters 93 192-201 (2017)
iFogSim: A toolkit for modeling and simulation of resource management techniques in the Internet of Things, Edge and Fog computing environments Gupta H., Dastjerdi A. V., Ghosh S. K., Buyya R. By Software: Practice and Experience 47 1275-1296 (2017)
Speech enhancement based on modulation domain processing using coherent harmonic demodulation technique Samui S., Chakrabarti I. , Ghosh S. K. By Electronics Letters 53 1611-1613 (2017)
A probabilistic nonlinear model for forecasting daily water level in reservoir Das M., Ghosh S. K., Chowdary V. , Saikrishnaveni A. , Sharma R. By Water Resources Management 30 3107-3122 (2016)
Improved Single Channel Phase-Aware Speech Enhancement Technique for Low Signal-to-Noise Ratio Signal Samui S., Chakrabarti I. , Ghosh S. K. By IET Signal Processing 10 641-650 (2016)
Deep-STEP: A Deep Learning Approach for Spatiotemporal Prediction of Remote Sensing Data Das M., Ghosh S. K. By IEEE Geoscience and Remote Sensing Letters 13 1984-1988 (2016)
KITE: an efficient scheme for trust estimation and detection of errant nodes in vehicular cyber-physical systems Barnwal R. P., Ghosh S. K. By Security and Communication Networks 9 3271-3281 (2016)
Telemedicine supported chronic wound tissue prediction using classification approaches Chakraborty C., Gupta B. , Ghosh S. K., Das D. K., Chakraborty C. By Journal of medical systems 40 1-12 (2016)
Tele-wound technology network for assessment of chronic wounds Chakraborty C., Gupta B. , Ghosh S. K. By International Journal of Telemedicine and Clinical Practices 1 345-359 (2016)
Measuring semantic similarity between land-cover classes for spatial analysis: an ontology hierarchy exploration approach Bhattacharjee S., Ghosh S. K. By Innovations in Systems and Software Engineering 12 193-200 (2016)
Securing loosely-coupled collaboration in cloud environment through dynamic detection and removal of access conflicts Ghosh N., Chatterjee D. , Ghosh S. K., Das S. K. By IEEE Transactions on Cloud Computing 4 349-362 (2016)
Spatio-Temporal Change Modeling of LULC: A Semantic Kriging Approach Bhattacharjee S., Ghosh S. K. By ISPRS Annals of Photogrammetry, Remote Sensing & Spatial Information Sciences 2 177-184 (2015)
Performance evaluation of semantic kriging: A euclidean vector analysis approach Bhattacharjee S., Ghosh S. K. By IEEE Geoscience and Remote Sensing Letters 12 1185-1189 (2015)
PoliCon: a policy conciliation framework for heterogeneous mobile ad hoc networks Maity S., Ghosh S. K., Al Shaer E. By Security and Communication Networks 8 418-430 (2015)
Identification of chronic wound status under tele-wound network through smartphone Chakraborty C., Gupta B. , Ghosh S. K. By International Journal of Rough Sets and Data Analysis (IJRSDA) 2 58-77 (2015)
CAT: Consensus-assisted trust estimation of MDS-equipped collaborators in vehicular ad-hoc network Krishna T. V., Barnwal R. P., Ghosh S. K. By Vehicular Communications 2 150-157 (2015)
A multi-objective search strategy to select optimal network hardening measures Kundu A., Ghosh S. K. By International Journal of Decision Support Systems 1 130-148 (2015)
SelCSP: A framework to facilitate selection of cloud service providers Nirnay Ghosh, Soumya K Ghosh, Sajal K Das By IEEE Transactions on Cloud Computing 3 66-79 (2015)
On methodologies to estimate optical-layer power consumption and cost for long-haul WDM networks with optical reach constraint Goswami P., Ghosh S. K., Datta D. By Photonic Network Communications 29 12-31 (2015)
Enhancement of Lifetime using Duty Cycle and Network Coding in Wireless Sensor Networks Rashmi Ranjan Rout, Soumya K. Ghosh By IEEE Transactions on Wireless Communications 12 656-667 (2013)
An approach for service oriented discovery and retrieval of spatial data Manoj Paul, Soumya K Ghosh By International workshop on Service-oriented software engineering ACM 88-94 (2006)

Conferences

LCS : Alleviating Total Cold Start Latency in Serverless Applications with LRU Warm Container Approach Sethi B., Addya S.K., Ghosh S.K. By ACM International Conference Proceeding Series 197-206 (2023)
Scalable Skill-oriented Task Allocation in Crowdsourcing within a Serverless Ecosystem Sethi B., Samanta R., Ghosh S.K., Das S.K. By ACM International Conference Proceeding Series 135-139 (2023)
BandX : An Intelligent IoT-band for Human Activity Recognition based on TinyML Saha B., Samanta R., Ghosh S., Roy R.B. By ACM International Conference Proceeding Series 284-285 (2023)
Spatio-temporal Analysis and Modeling of Coastal areas for Water Salinity Prediction Sudhakara B., Priyadarshini R., Bhattacharjee S., Sowmya Kamath S., Pruthviraj U., Gangadharan K.V., Ghosh S.K. By 2023 IEEE International Students' Conference on Electrical, Electronics and Computer Science, SCEECS 2023 - (2023)
MANTRA: Semantic Mobility Knowledge Analytics Framework for Trajectory Annotation Ghosh S., Ghosh S.K. By INFOCOM WKSHPS 2022 - IEEE Conference on Computer Communications Workshops - (2022)
Automating the Selection of Container Orchestrators for Service Deployment Chaurasia P., Nath S. B., Addya S. K., Ghosh S. K. By COMSNETS 2022: 14th International Conference on COMmunication Systems & NETworkS 739-743 (2022)
Automating the Selection of Container Orchestrators for Service Deployment Chaurasia P., Nath S.B., Addya S.K., Ghosh S.K. By 2022 14th International Conference on COMmunication Systems and NETworkS, COMSNETS 2022 739-743 (2022)
SWill-TAC: Skill-oriented Dynamic Task Allocation with Willingness for Complex Job in Crowdsourcing Samanta R., Ghosh S.K., Das S.K. By 2021 IEEE Global Communications Conference, GLOBECOM 2021 - Proceedings - (2021)
SWill-TAC: Skill-oriented Dynamic Task Allocation with Willingness for Complex Job in Crowdsourcing Samanta R., Ghosh S. K., Das S. K. By 2021 IEEE Global Communications Conference (GLOBECOM) 1-6 (2021)
Analyzing Impact of Climate Variability on COVID-19 Outbreak: A Semantically-enhanced Theory-guided Data-driven Approach Das M., Ghosh S. K. By 8th ACM IKDD CODS and 26th COMAD 1-9 (2021)
Vehicle Interdiction Strategy in Complex Road Networks-A Simulation Based Approach Samanta S., Sen G. , Ghosh S. K. By 2021 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM) 1299-1302 (2021)
Optimal Geospatial Query Placement in Cloud Das J., Addya S.K., Ghosh S.K., Buyya R. By Smart Innovation, Systems and Technologies 194 335-344 (2021)
Locator: A Cloud-Fog-Enabled Framework for Facilitating Efficient Location based Services Ghosh S., Das J., Ghosh S.K. By 2020 International Conference on COMmunication Systems and NETworkS, COMSNETS 2020 87-92 (2020)
Locator: A Cloud-Fog-Enabled Framework for Facilitating Efficient Location based Services Ghosh S., Das J. , Ghosh S. K. By COMSNETS 2020: 12th International Conference on COMmunication Systems & NETworkS 87-92 (2020)
Measuring domain knowledge for early prediction of student performance: A semantic approach Khan A., Ghosh S., Ghosh S.K. By Proceedings of 2020 IEEE International Conference on Teaching, Assessment, and Learning for Engineering, TALE 2020 444-451 (2020)
Analyzing Impact of Climate Variability on COVID-19 Outbreak: A Semantically-enhanced Theory-guided Data-driven Approach Das M., Ghosh S.K. By ACM International Conference Proceeding Series 1-9 (2020)
Exploring Mobility Behaviours of Moving Agents from Trajectory traces in Cloud-Fog-Edge Collaborative Framework Ghosh S., Ghosh S.K. By Proceedings - 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing, CCGRID 2020 893-897 (2020)
Power-efficient and Latency-aware Offloading in Energy-harvested Cloud-enabled Small cell Network Mukherjee A., De D., Ghosh S.K. By 2020 33rd General Assembly and Scientific Symposium of the International Union of Radio Science, URSI GASS 2020 - (2020)
Caching Techniques to Improve Latency in Serverless Architectures Ghosh B. C., Addya S. K., Somy N. B., Nath S. , Chakraborty S. , Ghosh S. K. By 2020 International Conference on COMmunication Systems & NETworkS (COMSNETS) 666-669 (2020)
Green Containerized Service Consolidation in Cloud Nath S.B., Addya S.K., Chakraborty S., Ghosh S.K. By IEEE International Conference on Communications 2020-June - (2020)
Green Containerized Service Consolidation in Cloud Nath S. B., Addya S. K., Chakraborty S. , Ghosh S. K. By ICC 2020-IEEE International Conference on Communications 1-6 (2020)
Green Containerized Service Consolidation in Cloud Nath S. B., Addya S. K., Chakraborty S. , Ghosh S. K. By IEEE International Conference on Communications (ICC) - (2020)
CLAWER: Context-aware Cloud-Fog based Workflow Management Framework for Health Emergency Services Ghosh S., Das J., Ghosh S.K., Buyya R. By Proceedings - 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing, CCGRID 2020 810-817 (2020)
CLAWER: Context-aware Cloud-Fog based Workflow Management Framework for Health Emergency Services Ghosh S., Das J. , Ghosh S. K., Buyya R. By 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGrid 2020) 810-817 (2020)
Traj-cloud: a trajectory cloud for enabling efficient mobility services Ghosh S., Ghosh S. K. By 11th International Conference on Communication Systems & Networks (COMSNETS) 2019 765-770 (2019)
TrajSummary: Summarizing Trips of Individuals Manasa J., Kolar V. , Bharath K. , Sahu S. , Kokku R. , Ghosh S. K. By 11th International Conference on Communication Systems & Networks (COMSNETS) 2019 613-618 (2019)
PTC: Pick-Test-Choose to Place Containerized Micro-Services in IoT Nath S., Chattopadhyay S. , Karmakar R. , Addya S. K., Chakraborty S. , Ghosh S. K. By 2019 IEEE Global Communications Conference (GLOBECOM) 1-6 (2019)
MovCloud: A Cloud-Enabled Framework to Analyse Movement Behaviors Ghosh S., Ghosh S. K., Buyya R. By 11th IEEE International Conference on Cloud Computing Technology and Science (CloudCom 2019) 239-246 (2019)
Geo-Cloudlet: Time and Power Efficient Geospatial Query Resolution using Cloudlet Das J., Mukherjee A. , Ghosh S. K., Buyya R. By ICoAC 2019: 11th International Conference on Advanced Computing 180-187 (2019)
Short-Term Load Forecasting: An Intelligent Approach Based on Recurrent Neural Network Patel A., Das M. , Ghosh S. K. By HIS 2019: 19th International Conference on Hybrid Intelligent Systems 52-62 (2019)
SMARTKT: A search framework to assist program comprehension using smart knowledge transfer Majumdar S., Papdeja S. , Das P. P., Ghosh S. K. By IEEE 19th International Conference on Software Quality, Reliability and Security (QRS) 2019 97-108 (2019)
Space-time Prediction of High Resolution Raster Data: An Approach based on Spatio-temporal Bayesian Network (STBN) Das M., Ghosh S. K. By The ACM India Joint International Conference on Data Science & Management of Data (CoDS-COMAD 2019) 129-135 (2019)
Optimal VM Coalition for Multi-Tier Applications Over Multi-Cloud Broker Environments Addya S. K., Satpathy A. , Chakraborty S. , Ghosh S. K. By 11th International Conference on Communication Systems & Networks (COMSNETS) 2019 141-148 (2019)
Power and Time Aware VM Migration for Multi-Tier Applications over Geo-Distributed Clouds Adday S. K., Satpathy A. , Ghosh B. C., Chakraborty S. , Ghosh S. K. By IEEE 12th International Conference on Cloud Computing (CLOUD) 2019 339-343 (2019)
Towards a Democratic Federation for Infrastructure Service Provisioning Ghosh B. C., Addya S. K., Satpathy A. , Ghosh S. K., Chakraborty S. By IEEE International Conference on Services Computing (SCC) 2019 162-166 (2019)
PS-Sim: A framework for scalable simulation of participatory sensing data Barnwal R. P., Ghosh N. , Ghosh S. K., Das S. K. By IEEE International Conference on Smart Computing (SMARTCOMP) 2018 195-202 (2018)
A technique for assessing the quality of volunteered geographic information for disaster decision making Dasgupta A., Ghosh S. K., Mitra P. By ICCSA 2018: Computational Science and Its Applications 589-597 (2018)
Modeling Individual's Movement Patterns to Infer Next Location from Sparse Trajectory Traces Ghosh S., Ghosh S. K. By 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC) 693-698 (2018)
Multi-objective Based Road-Link Grading for Health-Care Access During Flood Hazard Management Omprakash C., Yeshwanth V. , Mitra P. , Ghosh S. K. By ICCSA 2018: Computational Science and Its Applications 277-293 (2018)
Activity-based mobility profiling: A purely temporal modeling approach Ghosh S., Ghosh S. K., Das R. D., Winter S. By The Web Conference 2018 409-416 (2018)
Hybrid path planner for efficient navigation in urban road networks through analysis of trajectory traces Sinha S., Nirala M. K., Ghosh S. , Ghosh S. K. By 24th International Conference on Pattern Recognition (ICPR) 3250-3255 (2018)
SPIN: A Fast and Scalable Matrix Inversion Method in Apache Spark Misra C., Haldar S. , Bhattacharya S. , Ghosh S. K. By 19th International Conference on Distributed Computing and Networking 1-10 (2018)
Spatio-temporal autocorrelation analysis for regional land-cover change detection from remote sensing data Das M., Ghosh S. K. By CODS 2017: Fourth ACM IKDD Conferences on Data Sciences 1-10 (2017)
Spatio-Temporal Prediction of Meteorological Time Series Data: An Approach Based on Spatial Bayesian Network (SpaBN) Das M., Ghosh S. K. By 7th International Conference on Pattern Recognition and Machine Intelligence (PReMI 2017) 615-622 (2017)
Spatio-temporal Prediction under Scarcity of Influencing Variables: A Hybrid Probabilistic Graph-based Approach Das M., Ghosh S. K. By 9th International Conference on Advances in Pattern Recognition (ICAPR-2017) 1-6 (2017)
BESTED: An Exponentially Smoothed Spatial Bayesian Analysis Model for Spatiotemporal Prediction of Daily Precipitation Das M., Ghosh S. K. By 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2017) 1-4 (2017)
Modeling of Human Movement Behavioral Knowledge from GPS Traces for Categorizing Mobile Users Ghosh S., Ghosh S. K. By 26th International Conference on World Wide Web (WWW-2017) 51-58 (2017)
Exploring Human Movement Behaviour Based on Mobility As- sociation Rule Mining of Trajectory Traces Ghosh S., Ghosh S. K. By 17th International Conference on Intelligent Systems Design and Applications (ISDA-2017) 451-463 (2017)
Performance analysis for NFBN - a new fuzzy Bayesian network learning approach Das M., Ghosh S. K. By ICACNI 2017 : 5th International Conference on Advanced Computing, Networking, and Informatics 363-376 (2017)
Deep Recurrent Neural Network Based Monaural Speech Separation Using Recurrent Temporal Restricted Boltzmann Machines Samui S., Chakrabarti I. , Ghosh S. K. By Interspeech 2017 3622-3626 (2017)
A learning technique for vm allocation to resolve geospatial queries Das J., Dasgupta A. , Ghosh S. K., Buyya R. By ICACNI 2017 : 5th International Conference on Advanced Computing, Networking, and Informatics 577-584 (2017)
A Machine Learning Approach to Find the Optimal Routes Through Analysis of GPS Traces of Mobile City Traffic Ghosh S., Chowdhury A. , Ghosh S. K. By ICACNI 2017 : 5th International Conference on Advanced Computing, Networking, and Informatics 59-67 (2017)
Improving the Performance of Deep Learn- ing Based Speech Enhancement System Using Fuzzy Restricted Boltzmann Machine Samui S., Chakrabarti I. , Ghosh S. K. By International Conference on Pattern Recognition and Machine Intelligence (PReMi 2017) 534-542 (2017)
eDWaaS: A scalable educational data warehouse as a service Khan A., Ghosh S. , Ghosh S. K. By 17th International Conference on Intelligent Systems Design and Applications (ISDA 2017) 998-1007 (2017)
Enhancing Reliability of Vehicular Participatory Sensing Network: A Bayesian Approach Barnwal R. P., Ghosh N. , Ghosh S. K., Das S. K. By IEEE International Conference on Smart Computing (SMARTCOMP 2016) 1-8 (2016)
Modeling spatio-temporal change pattern using mathematical morphology Das M., Ghosh S. K. By CODS 2016: 3rd IKDD Conference on Data Science 1-10 (2016)
THUMP: Semantic Analysis on Trajectory Traces to Explore Human Movement Pattern Ghosh S., Ghosh S. K. By 25th International Conference Companion on World Wide Web (WWW-2016) 35-36 (2016)
Two-Stage Temporal Processing for Single-Channel Speech Enhancement Samui S., Chakrabarti I. , Ghosh S. K. By INTERSPEECH 2016 3723-3727 (2016)
Global soft decision based speech enhancement using voiced-unvoiced uncertainty and harmonic phase decomposition technique Samui S., Chakrabarti I. , Ghosh S. K. By International Conference on Signal Processing and Communications (SPCOM-2016) 1-5 (2016)
Prediction of Meteorological Parameters: An A-posteriori Probabilistic Semantic Kriging Approach Bhattacharjee S., Das M. , Ghosh S. K., Sekhar S. By 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems 1-10 (2016)
A density-based algorithm for detecting anomalous trajectories Barnwal R. P., Baride S. , Majumder S. , Ghosh S. K. By 2016 International Conference on Microelectronics, Computing and Communications (MicroCom) 1-4 (2016)
Realization of Virtual Resource Management Framework in IaaS Cloud Federation Nimkar A. V., Ghosh S. K. By International Conference on Communication and Networks (COMNET) 2016 155-164 (2016)
A geospatial orchestration framework on cloud for processing user queries Das J., Dasgupta A. , Ghosh S. K., Buyya R. By 2016 IEEE International Conference on Cloud Computing in Emerging Markets (CCEM) 1-8 (2016)
A geospatial service oriented framework for disaster risk zone identification Chakraborty O., Das J. , Dasgupta A. , Mitra P. , Ghosh S. K. By The 16th International Conference on Computational Science and Its Applications (ICCSA 2016) 44-56 (2016)
Analysing the impact of poor teaching on student performance Khan A., Ghosh S. K. By 2016 IEEE international conference on teaching, assessment, and learning for engineering (TALE) 169-175 (2016)
Look Before You Shame: A Study on Shaming Activities on Twitter (Poster paper) Basak R., Ganguly N. , Sural S. , Ghosh S. K. By 25th International World Wide Web Conference (WWW) 11-12 (2016)
Chronic wound tissue characterization under telemedicine framework Chakraborty C., Gupta B. , Ghosh S. K. By HEALTHCOM 2015 - 17th IEEE International Conference on e-Health Networking, Application & Services 569-573 (2015)
Detection of climate zones using multifractal detrended cross-correlation analysis: A spatio-temporal data mining approach Das M., Ghosh S. K. By Eighth International Conference on Advances in Pattern Recognition (ICAPR 2015) 1-6 (2015)
Time-series augmentation of semantic kriging for the prediction of meteorological parameters Bhattacharjee S., Ghosh S. K. By IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2015) 4562-4565 (2015)
Exploring spatial dependency of meteorological attributes for multivariate analysis: A granger causality test approach Bhattacharjee S., Ghosh S. K. By Eighth International Conference on Advances in Pattern Recognition (ICAPR 2015) 1-6 (2015)
Hierarchical Intuitionistic Fuzzy Possibilistic C Means Kernel Clustering Algorithm for Distributed Networks Chaudhuri A., Ghosh S. K. By 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15) 1060-1067 (2015)
Measurement of semantic similarity: a concept hierarchy based approach Bhattacharjee S., Ghosh S. K. By ICACNI 2015 : 3rd International Conference on Advanced Computing, Networking, and Informatics 407-416 (2015)
Netsecuritas: An integrated attack graph-based security assessment tool for enterprise networks Ghosh N., Chokshi I. , Sarkar M. , Ghosh S. K., Kaushik A. K., Das S. K. By ICDCN 2015 : 16th International Conference on Distributed Computing and Networking 1-10 (2015)
A mobile volunteered geographic information management platform for rural health informatics Dasgupta A., Ghosh S. K., Mitra P. By HEALTHCOM 2015 - 17th IEEE International Conference on e-Health Networking, Application & Services 381-384 (2015)
QoS prediction for network data traffic using hierarchical modified regularized least squares rough support vector regression Chaudhuri A., Maity S. , Ghosh S. K. By ACM SAC 2015: 30th Annual ACM Symposium on Applied Computing / Software Verification and Testing Track 659-661 (2015)
A phase-aware single channel speech enhancement technique using separate bayesian estimators for voiced and unvoiced regions with digital hearing aid application Samui S., Chakrabarti I. , Ghosh S. K. By HEALTHCOM 2015 - 17th IEEE International Conference on e-Health Networking, Application & Services (IEEE HEALTHCOM 2015) 336-341 (2015)
Router framework for secured network virtualization in data center of iaas cloud Nimkar A. V., Ghosh S. K. By ICACNI 2015 : 3rd International Conference on Advanced Computing, Networking, and Informatics 475-483 (2015)
A Statistical Approach to Detect Anomalous User Requests in SaaS Cloud-Centric Collaborations Pushkar A., Ghosh N. , Ghosh S. K. By ICISS 2015 : 11th International Conference on Information Systems Security 243-262 (2015)
Short-term prediction of land surface temperature using multifractal detrended fluctuation analysis Das M., Ghosh S. K. By Annual IEEE India Conference (INDICON) 2014 1-6 (2014)
A probabilistic approach for weather forecast using spatio-temporal inter-relationships among climate variables Das M., Ghosh S. K. By 9th International Conference on Industrial and Information Systems (ICIIS) 2014 1-6 (2014)
Spatial decision tree for accident data analysis Manasa J., Bhattacharjee S. , Ghosh S. K., Mitra S. By 9th International Conference on Industrial and Information Systems (ICIIS) 2014 1-5 (2014)
Energy efficient relaying using network coding for inter-cluster communication in sensor networks Rout R. R., Krishna M. S., Ghosh S. K. By 9th International Conference on Industrial and Information Systems (ICIIS) 2014 1-5 (2014)

Book Chapter/Section

Predictive Maintenance of Vehicle Fleets Using LSTM Autoencoders for Industrial IoT Datasets Chaudhuri A., Patil R., Ghosh S.K. By Advanced Sciences and Technologies for Security Applications 103-118 (2022)
Geospatial Edge-Fog Computing: A Systematic Review, Taxonomy, and Future Directions Das J., Ghosh S. K., Buyya R. By Mobile Edge Computing 47-69 (2021)
Mobility driven Cloud-Fog-Edge Framework for Location-aware Services: A Comprehensive Review Ghosh S., Ghosh S. K. By Mobile Edge Computing 229-249 (2021)
Comment-Mine A Semantic Search Approach to Program Comprehension from Code Comments Majumdar S., Papdeja S. , Das P. P., Ghosh S. K. By Advanced Computing and Systems for Security 29-42 (2020)
Mobile telemedicine systems for remote patient's chronic wound monitoring Chakraborty C., Gupta B. , Ghosh S. K. By Virtual and mobile healthcare: Breakthroughs in research and practice 977-1003 (2020)
Studies in Computational Intelligence Das M., Ghosh S.K. By Bayesian network with residual correction mechanism 858 23-52 (2020)
Studies in Computational Intelligence Das M., Ghosh S.K. By Spatial Bayesian network 858 53-79 (2020)
Studies in Computational Intelligence Das M., Ghosh S.K. By Advanced Bayesian network models with fuzzy extension 858 101-113 (2020)
Reducing Hierarchical Deep Learning Networks as Game Playing Artefact Using Regret Matching Chaudhuri A., Ghosh S. K. By Handbook of Deep Learning Applications 345-362 (2019)
A Large-Scale Data-Oriented Intelligent System for Urban Growth Simulation Pal S., Ghosh S. K. By Geospatial Infrastructure, Applications and Technologies: India Case Studies 143-154 (2018)
A Volunteered Geographic Information (VGI) Framework for Disaster Management Based on Mobile Services and SDI Dasgupta A., Ghosh S. K. By Geospatial Infrastructure, Applications and Technologies: India Case Studies 121-129 (2018)
Human Resource Development in Geospatial Data Modeling and Services for Better Realization of National Spatial Data Infrastructure Ghosh S. K. By Geospatial Infrastructure, Applications and Technologies: India Case Studies 75-89 (2018)
Fog computing in 5G networks: an application perspective Gupta H., Chakraborty S. , Ghosh S. K., Buyya R. By Cloud and Fog Computing in 5G Mobile Networks: Emerging Advances and Applications 23-56 (2017)
Semantic Kriging Bhattacharjee S., Ghosh S. K. By Encyclopedia of GIS 1868-1879 (2017)
Fog computing: Principles, architectures, and applications Dastjerdi A. V., Gupta H. , Calheiros R. N., Ghosh S. K., Buyya R. By Internet of Things: Principles and Paradigms 61-75 (2016)

Edited Volume

Statistical and Machine Learning Models for Remote Sensing Data Mining Recent Advancements Das M., Ghosh S.K., Chowdary V.M., Mitra P., Rijal S. By Remote Sensing 14 - (2022)
Innovative software systems for managing the impact of the COVID-19 pandemic Gill S.S., Vinuesa R., Balasubramanian V., Ghosh S.K. By Software - Practice and Experience 52 821-823 (2022)
Preface Rout R.R., Ghosh S.K., Jana P.K., Tripathy A.K., Sahoo J.P., Li K.-C. By Lecture Notes in Networks and Systems 427 xi-xii (2022)
Mobile Edge Computing Mukherjee A., De D. , Ghosh S. K., Buyya R. By Mobile Edge Computing 1-598 (2021)

Monograph

Enhanced Bayesian Network Models for Spatial Time Series Prediction - Recent Research Trend in Data-Driven Predictive Analytics Das M., Ghosh S. K. By 1-168 (2019)
Semantic Kriging for Spatio-temporal Prediction Bhattacharjee S., Ghosh S. K., Chen J. By 1-144 (2019)
Optical Character Recognition Systems for Different Languages with Soft Computing Chaudhuri A., Mandaviya K. , Badelia P. , Ghosh S. K. By 1-248 (2016)

Book

Bankruptcy Prediction through Soft Computing based Deep Learning Technique Chaudhuri A., Ghosh S. K. By 1-102 (2017)

Symposium

DCAP: A deep convolution architecture for prediction of urban growth Pal S., Chowdhury S. , Ghosh S. K. By IEEE Geoscience and Remote Sensing Symposium (IGARSS-2016) 1812-1815 (2016)
A cost-efficient approach for measuring Moran's index of spatial autocorrelation in geostationary satellite data Das M., Ghosh S. K. By IEEE Geoscience and Remote Sensing Symposium (IGARSS-2016) 5913-5916 (2016)

Computer Science and Engineering

Faculty

Research Areas

Principal Investigator

Co-Principal Investigator

Ph. D. Students

Alzara Sheikh

Anusmita Ghosh

Bharat Jayaswal

Bidyut Saha

Biswajeet Sethi

Modiboyina Chaitanya

Moumita Mishra

Rahul Dasharath Gavas

Riya Samanta

Tanushree Garai

MS Students

Abhisek Chowdhury